## Warning in rgl.init(initValue, onlyNULL): RGL: unable to open X11 display
## Warning: 'rgl.init' failed, running with 'rgl.useNULL = TRUE'.

Forecast Hour Evaluation for JFK

JFK - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.336 1.054 0.836
2 WRF D-1 -0.184 1.125 0.999
3 WRF D-2 -0.391 0.983 0.908
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.461 2.704 2.473
2 WRF D-1 -2.266 2.632 2.313
3 WRF D-2 -2.796 3.033 2.797
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 12.602 9.641
2 WRF D-1 17.427 13.499
3 WRF D-2 17.880 11.868

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.436 1.018 0.868
2 WRF D-1 -0.922 1.326 1.185
3 WRF D-2 -1.313 1.596 1.459
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.585 2.819 2.595
2 WRF D-1 -2.509 2.831 2.528
3 WRF D-2 -2.789 2.989 2.790
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 18.265 14.036
2 WRF D-1 20.737 16.656
3 WRF D-2 18.191 13.458

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.983 1.158 0.983
2 WRF D-1 0.572 0.939 0.697
3 WRF D-2 0.023 0.647 0.500
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.646 1.958 1.730
2 WRF D-1 -1.608 1.927 1.687
3 WRF D-2 -1.662 1.956 1.739
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 33.231 31.247
2 WRF D-1 39.515 35.018
3 WRF D-2 32.730 28.989

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)